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Rootbeer GPU Compiler
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trebonian/Rootbeer
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The Rootbeer GPU Compiler makes it easy to use Graphics Processing Units from within Java. Rootbeer is more advanced than CUDA or OpenCL Java Language Bindings. With bindings the developer must serialize complex graphs of objects into arrays of primitive types. With Rootbeer this is done automatically. Also with language bindings, the developer must write the GPU kernel in CUDA or OpenCL. With Rootbeer a static analysis of the Java Bytecode is done (using Soot) and CUDA code is automatically generated. See doc/hpcc_rootbeer.pdf for the conference slides from HPCC-2012. The license is currently GPL, but I am planning on changing to a more permissive license. My overall goal is to get as many people using Rootbeer as possible. Rootbeer was created using Test Driven Development and testing is essentially important in Rootbeer. Rootbeer is 20k lines of product for and 7k of test code and all tests pass on both Windows and Linux. The Rootbeer test case suite covers every aspect of the Java Programming language except: 1. native methods 2. reflection 3. dynamic method invocation 4. sleeping while inside a monitor. This means that all of the familar Java code you have been writing can be executed on the GPU The original publication for Rootbeer was in HPCC-2012. "Rootbeer: Seamlessly using GPUs from Java" Philip C. Pratt-Szeliga, James W. Fawcett, Roy D. Welch. To appear in HPCC-2012. This work is supported by the National Science Foundation. Rootbeer is written by: Phil Pratt-Szeliga Syracuse University [email protected] http://chirrup.org/
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